Analyzing Health Data by Automatic Prediction of Patient Health Condition

  • Authors

    • Miss. Prajakta Sanap
    • Prof. Santosh Kumar
    https://doi.org/10.14419/ijet.v7i3.8.19880
  • Big Data, Data Mining, EHR, EMR.
  • The amount of data generated in various ï¬elds is increasing at high speed. Due to increase in the data generation, the problem regarding data storage arises. The increasing digitization in various sector has given rise to digitized data. The data in digital format is very convenient. The healthcare sector also has emerged with such convenient digital data. Digitization of healthcare information is useful for all healthcare stakeholders. The healthcare data once saved in digital format, it will be preserved for long time and also will be available anytime when needed. The health sector includes various different type of data and such varied type of digital data needs to be stored properly. The health digital data can be easily managed and processed by using Big Data concept. Most of the deaths are due to delayed disease detection and its treatment. If the disease is predicted earlier then proper treatment can be given on time to cure that disease. If the automatic disease prediction system is developed then disease can automatically be detected based on the symptoms observed in patient. The proposed system mainly focuses on Automatic prediction of disease. In this paper we use Classiï¬cation algorithms to classify various disease symptom. We have executed our technique and assessed its execution utilizing different dataset. The results of the experiment shows that this research gives more accuracy of predicted disease.

     

     

  • References

    1. [1] Asha Rajkumar1, Mrs. G.Sophia Reena,â€Diagnosis Of Heart Disease Using Datamining Algorithm â€,GJCST Classiï¬cation, Vol. 10 Issue 10 Ver. 1.0 Sepetember 2010.

      [2] Shweta Kharya,†USING DATA MINING TECHNIQUES FOR DI- AGNOSIS AND PROGNOSIS OF CANCER DISEASE â€,International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.2, No.2, April 2012.

      [3] Sellappan Palaniappan, Raï¬ah Awang,,â€Intelligent Heart Disease Pre- diction System Using Data Mining Techniques â€,IJCSNS International Journal of Computer Science and Network Security, VOL.8 No.8, August 2008.

      [4] Asif Adil ,â€Analysis of Multi-diseases using Big Data for improvement in Healthcare â€,2015 IEEE UP Section Conference on Electrical Computer and Electronics (UPCON) 978-1-4673-8507-7/15/31.00,2015 IEEE.

      [5] Shankar Krishnan,†Application of Analytics to Big Data in Healthcare â€,2016 32nd Southern Biomedical Engineering Conference.

      [6] Gemson Andrew Ebenezer J. and Durga S.,†BIG DATA ANALYTICS IN HEALTHCARE: A SURVEY â€,ARPN Journal of Engineering and Applied Sciences.

      [7] Iroju Olaronke,†Big Data in Healthcare: Prospects, Challenges and Resolutionsâ€,FTC 2016 - Future Technologies Conference 2016.

      [8] Min Chen, Yixue Hao, Kai Hwang,†Disease Prediction by Machine Learning over Big Data from Healthcare Communitiesâ€

      [9] K.Srinivas,B.Kavihta Rani Dr.A.Govrdhan,†Applications of Data Mining Techniques in Healthcare and Prediction of Heart Attacks â€,(IJCSE) International Journal on Computer Science and Engineering.

      [10] M.A.Nishara Banu, B Gomathy,†DISEASE PREDICTING SYSTEM USING DATA MINING TECHNIQUESâ€,International Journal of Technical Research and Applications.

      [11] Jirawan Niemsakul,†Influencing Factor Analysis for Cost Beneï¬t Shar- ing in Healthcare Supply Chain Collaborationâ€

      [12] Satwik Sabharwal,†Insight Of Big Data Analytics In Healthcare Indus- tryâ€,International Conference on Computing, Communication and Au- tomation (ICCCA2016) ISBN:978-1-5090-1666-2/16/31.00,2016 IEEE.

      [13] Devendra Ratnaparkhi, Tushar Mahajan, ,Vishal Jadhav,†Heart Disease Prediction System Using Data Mining Technique.â€,International Research Journal of Engineering and Technology (IRJET).

      [14] V. Krishnaiah,†Heart Disease Prediction System using Data Mining Techniques and Intelligent Fuzzy Approach: A Review â€,International Journal of Computer Applications.

      [15] ABHISHEK TANEJA,†Heart disease Prediction System Using data Mining Techniquesâ€

      [16] Harshali D. Gangurde ,â€Feature Selection using Clustering approach for Big Data â€,International Journal of Computer Applications (0975 8887) Innovations and Trends in Computer and Communication Engineering (ITCCE-2014)

      [17] PrafulKoturwar, SheetalGirase, Debajyoti Mukhopadhyay ,A Survey of Classiï¬cation Techniques in the Area of Big Data.

  • Downloads

  • How to Cite

    Prajakta Sanap, M., & Santosh Kumar, P. (2018). Analyzing Health Data by Automatic Prediction of Patient Health Condition. International Journal of Engineering & Technology, 7(3.8), 161-164. https://doi.org/10.14419/ijet.v7i3.8.19880